Embedchain is a RAG framework to create data pipelines. It loads, indexes, retrieves and syncs all the data. It is available as an open source package and as a hosted platform solution.

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Installation and Setup

Install the package using pip: 
pip install embedchain

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Retriever

See a usage example. 
from langchain_community.retrievers import EmbedchainRetriever